Title of article
Comparative Investigations and Performance Evaluation for Multiple-Level Association Rules Mining Algorithm
Author/Authors
Suraj Srivastava، نويسنده , , Renu Jamwal and Deepti Gupta، نويسنده , , Harsh K Verma، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2010
Pages
6
From page
40
To page
45
Abstract
This paper focuses on the comparative investigation and performance evaluation of the ML_TMLA algorithm that generates multiple transaction tables for all levels in one database scan with that of ML_T2L1 and ML_T1LA algorithms. The performance study has been carried out on different kinds of data distributions (three synthetic and one real dataset) and thresholds that identify the conditions for algorithm selection. The AR Tool has been used for the experimental and comparative evaluation of the proposed algorithm with other algorithms.
Keywords
Knowledge discovery in databases , multiple-level association rules , Association rules , DATA MINING
Journal title
International Journal of Computer Applications
Serial Year
2010
Journal title
International Journal of Computer Applications
Record number
659921
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